Kniha Automated Speech Recognition Trevor Purdy

Automated Speech Recognition

Is Learning Superior to Optimality?

Autor: Trevor Purdy
Jazyk: Němčina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 149
Automated speech recognition, historically posed as asolvable problem, has thus far eluded algorithm...

Informace o knize

Autor
Jazyk
Němčina
Vazba
Kniha - Brožovaná
Vydáno
2008
Stránek
96
EAN
9783639006674
ISBN
3639006674
Enbook ID
06810783
Hmotnost
141
Rozměry
152 x 229 x 5

Kompletní popis

Automated speech recognition, historically posed as asolvable problem, has thus far eluded algorithmic solutions andcontinues to be outperformed by humans. Conventional speechrecognizers employ a training phase during which many of theirparameters are configured. During normal operation, theserecognizers do not significantly alter these parameters. Converselythe model proposed in this book draws heavily on high level humanthought patterns and speech perception to outline a set of preceptsto eliminate this training phase and instead opt to perform all itstasks during normal operation. Background on the problems in thisfield and their classical solutions are presented followed bymotivation and implementation details of the proposed model. Thetesting results of this model indicate that benefits can be seen inincreased speech recognizer adaptability while still retainingcompetitive recognition rates in controlled environments. This bookis intended for researchers in artificial intelligence and speechrecognition. It is also suitable for for those attempting to learnthe subject area.

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